Kimberly Van Email & Phone Number

Issaquah, Washington, United States

• Perform market basket analysis and price elasticity to understand customer purchasing behavior and item association.• Identify product cannibalization of private label items during Costco’s monthly coupon periods.• Build preliminary predictive model using XGBoost to predict change in sales for items based ontime and price for promotional strategies that resulted in an R2 value 0.69.• Collaborate with other data science and data engineering interns to develop Power BI dashboard to assist buyers with promotional strategies.

Wayzata, Minnesota, United States

• Build prototype machine learning model for pricing recommendation with an R2 value 0.89 that outperform vendor’s pricing model.• Developed and implemented data visualization using Power BI.• Construct ETL pipeline using Alteryx for data transformation of raw data from SAP BI into Tableau.

Irvine

• Apply Cross-Industry Standard Process for Data Mining (CRISP-DM), data mining and exploration utilizing NumPy and Pandas, and data visualization using Matplotlib and Seaborn.• Implement regression-based machine learning algorithms to predict the housing prices in an area and traffic data from Nor Cal’s BART system.• Build classification-based machine learning models to classify the failure of service towers and loan and funding approvals.• Develop NLP model for text sentiment analysis of Twitter tweets.

Orange County, California Area

• Conduct scientific literature review using scientific literature databases such as PubMed to compile reports such as annual literature updates and periodic safety updates for global regulatory.• Investigate and interpret data from sales, biocompatibility reports, and medical device report databases to demonstrate the safety and efficacy of products. • Manage vendor partnerships for MDD/MDR remediated Clinical Evaluation Reports to ensure accuracy and completion.• Facilitate review process with product managers, quality analysts, regulatory affairs specialist, and researchers for document revisions and ensure timely approval from stakeholders.

Irvine, Ca

• Identify and develop market-validated quantitative polymerase chain reaction (qPCR) assays to detect infectious pathogens in human, veterinary, and agricultural samples. • Create SOPs and protocol development for automated production of proprietary master mixes resulting in a 55.6% increase in production volume.• Establish performance metrics and evaluation reports with data analysis and visualizations techniques.• Build databases using Microsoft Access to record inventories of raw materials and final products along with quality assurance results.• Perform data extractions and manipulation over large data sets using Python.• Collaborate cross-functionally with software engineers and data scientists in developing new modules for corresponding product software.

Glendora, Ca

• Prepare Clinical Evaluation Reports per MEDDEV 2.7/1 for post-market surveillance. • Draft Declaration of Conformity memorandums for CE Technical Files.• Update CE Technical Files and Risk Management Update Files as a part of remediation project.• Collect and analyze complaint data on legacy products and draft biocompatibility analysis per ISO standards as part of on-going post-market surveillance.

Riverside, Ca

• Perform genotyping through DNA/RNA extractions using electrophoresis polymerase chain reactions.• Prepare culture media and cell culture for bacterial growth by using aseptic techniques. • Perform gene expression amplification of bacterial expression system in Pseudomonias syringae.• Systematically organize and maintain inventory of laboratory equipment and specimen.

Master Of Science - Ms, Data Science

Certification, Mastering Applied Data Science

Bachelor Of Science (B.S.), Biology, General